ModelSelection.cpp

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/*
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 3 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 2011 Heiko Strathmann
 * Copyright (C) 2011 Berlin Institute of Technology and Max-Planck-Society
 */

#include <shogun/modelselection/ModelSelection.h>
#include <shogun/modelselection/ModelSelectionParameters.h>
#include <shogun/evaluation/CrossValidation.h>
#include <shogun/base/Parameter.h>

using namespace shogun;

CModelSelection::CModelSelection(CModelSelectionParameters* model_parameters,
        CCrossValidation* cross_validation) :
    m_model_parameters(model_parameters), m_cross_validation(cross_validation)
{
    SG_REF(m_model_parameters);
    SG_REF(m_cross_validation);

    m_parameters->add((CSGObject**) &m_model_parameters, "model_parameters",
            "Parameter tree for model selection");

    m_parameters->add((CSGObject**) &m_cross_validation, "cross_validation",
            "Cross validation strategy");

}

CModelSelection::~CModelSelection()
{
    SG_UNREF(m_model_parameters);
    SG_UNREF(m_cross_validation);
}